AI Search Optimization: Get Cited in ChatGPT, Perplexity, and Google AI Overviews

AI search has gone from "nice to track" to "where buyer-intent traffic happens". ChatGPT, Perplexity, Claude, and Google AI Overviews now mediate a meaningful slice of the queries that used to go to traditional search. Your agent helps you get cited in those answers.

How AI search citation differs from traditional SEO

Ranking #1 on Google doesn't guarantee you'll be cited in an AI Overview for the same query. Citation is about being the source the LLM trusts to answer the specific sub-question, which depends on:

• Specificity and freshness: LLMs prefer answers with concrete numbers, dates, and named entities
• Structural clarity: clean H2/H3 hierarchy, FAQ-style sections, schema markup
• Author and source signals: brand authority, author bios, citation backlinks
• First-hand experience: quotes, case studies, real numbers that aren't fabricated
• Brand presence: being a recognizable named entity in the topic

Answer engine optimization (AEO)

Answer engine optimization is the work of getting a page chosen as the source for a direct answer, whether that answer appears in a Google AI Overview, a ChatGPT response, or a Perplexity citation. The unit of competition is the question, so the agent looks at which questions your pages answer plainly, which ones they bury, and which ones a competitor answers better. It then recommends the specific paragraph, heading or FAQ block to add.

Generative engine optimization (GEO)

Generative engine optimization is the same job seen from the model's side: making your brand and your pages easy for a language model to retrieve, quote and attribute. That comes down to named entities, consistent facts across your site, schema that states what a page is, and first-hand detail that generic content lacks. The agent checks all four against your Brand DNA and your live rankings.

What the agent checks

Ask your Brand DNA agent to review AI search visibility. It can help with:

• AI Overview audit: checks your keywords against live Google AI Overviews, reports whether your domain is among the cited sources, and compares you against competitors on the same queries
• Extraction-friendly rewrites: flags content that's "right answer, wrong format" (buried in prose, missing FAQ-style structure, no clear definitions)
• Brand entity strengthening: checks your brand's presence in topical entity graphs and recommends content to fill gaps
• Schema upgrades: works with KoalaLinks to add Article, FAQ, HowTo, Product schema where AI search engines look
• First-hand content prompts: generates briefs that pull real Brand DNA details (your services, your credentials, your numbers) into the writing

Why your Brand DNA matters here more than anywhere

Specific facts about your business give an article information that a generic draft cannot supply. Your Brand DNA (services, credentials, FAQs, expertise) is the input that makes content extractable and citation-worthy.

What you can ask the agent

• "Which of my top-ranking pages are NOT showing up in AI Overviews?"
• "Generate FAQ schema for my services pages that would be extractable for AI Search"
• "What named entities should I be associated with in my niche?"
• "Audit this URL for AI search citation potential"
• "What questions should I add to my pages that LLMs are likely to surface?"